@article{whentooloutputsbecomecommandsseparatinga, title = {When Tool Outputs Become Commands: Separating Action Induction from Runtime Authorization in Tool-Augmented LLM Agents}, author = {Xiaokun Guo and Zhen Xu and Dongdong Huo and Yanqiu Zhang and Wei Wang and Qinfu Yang and Dongjin Yu and Yu Wang}, year = {2026}, eprint = {2608.27146}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.27146}, }